Many benchmarks for translating visual observations and an initial language instruction to actions assume no further language communication [1]}, [2]}.
However, obtaining clarification via simulated interactions [3]}, [4]} or learning from human-human dialogue [5]}, [6]} can improve embodied navigation.
We hypothesize that dialogue has even more to offer for object-centric, hierarchical tasks.
<TABLE>